1435 search results - page 66 / 287 » Generalization Error Bounds Using Unlabeled Data |
130
Voted
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
This work is concerned with the estimation of a classifier's accuracy. We first review some existing methods for error estimation, focusing on cross-validation and bootstrap,...
206
Voted
ICDE
2008
IEEE
16 years 1 months ago
2008
IEEE
Abstract-- Many applications are driven by evolving data -patterns in web traffic, program execution traces, network event logs, etc., are often non-stationary. Building prediction...
93
Voted
BMCBI
2007
15 years 17 days ago
2007
Background: Chromatin immunoprecipitation on tiling arrays (ChIP-chip) has been widely used to investigate the DNA binding sites for a variety of proteins on a genome-wide scale. ...
PKDD
2007
Springer
15 years 6 months ago
2007
Springer
The goal in domain adaptation is to train a model using labeled data sampled from a domain different from the target domain on which the model will be deployed. We exploit unlabel...
123
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TIT
2008
15 years 14 days ago
2008
In modern communication systems, different users have different requirements for quality of service (QoS). In this work, QoS refers to the average codeword error probability experi...